{"id":"W3011662279","doi":"10.21037/qims.2020.02.04","title":"Spinal dysraphisms: highlighting discrepancies in the current literature and emphasizing on the need for a consensus","year":2020,"lang":"en","type":"editorial","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Consensus conference; Current (fluid); Computer science; Medicine; Data science; Library science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002292656,0.0003777912,0.0008651688,0.0007084879,0.0002241577,0.00008689909,0.0001147241,0.0001153724,0.000002061313],"category_scores_gemma":[0.0106906,0.0001974206,0.0001245594,0.0007230864,0.0005842081,0.0001017249,0.00003773053,0.001248909,8.445696e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729188,"about_ca_system_score_gemma":0.0002161541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375244,"about_ca_topic_score_gemma":0.00004081141,"domain_scores_codex":[0.9976874,0.0002653288,0.0006985526,0.0004373332,0.0005486304,0.0003627432],"domain_scores_gemma":[0.987676,0.01149294,0.0002863991,0.0002266161,0.000229875,0.00008814131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009421195,0.00006099744,0.001956259,0.001370409,0.00004603537,0.0002135551,0.01390955,2.528272e-7,0.00005721711,0.008231672,0.9683205,0.004891421],"study_design_scores_gemma":[0.001907525,0.0006511327,0.006843013,0.01962275,0.0002532693,0.0000547138,0.01472944,0.0005857865,0.000004818306,0.001912083,0.9530697,0.0003657408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07314215,0.1591143,0.0003058802,0.5045043,0.257714,0.003853559,0.0003160805,0.0001214019,0.0009283497],"genre_scores_gemma":[0.4950313,0.03405749,0.001593784,0.01972321,0.4453246,0.001417105,0.002457561,0.0002639899,0.000130983],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.484781,"threshold_uncertainty_score":0.9976428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382103910895402,"score_gpt":0.369619358967908,"score_spread":0.3057983198589539,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}